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from huggingface_hub import HfFileSystem | |
def manage_hf_files(hf_token): | |
# Initialize the Hugging Face file system | |
fs = HfFileSystem(token = hf_token) | |
try: | |
# List all files in a directory | |
print("Listing all files in the directory:") | |
files_in_dir = fs.ls("datasets/bupa1018/Test/data", detail=False) | |
for file in files_in_dir: | |
print(file) | |
# List all ".csv" files in a repository | |
print("\nListing all '.csv' files in the repository:") | |
csv_files = fs.glob("datasets/bupa1018/Test/**/*.csv") | |
for csv_file in csv_files: | |
print(csv_file) | |
print("\nListing all '.csv' files in the repository:") | |
json_files = fs.glob("datasets/bupa1018/Test/**/*.json") | |
for json_file in json_files: | |
print("Json_File:", json_file) | |
# Read a remote file line-by-line | |
print("\nReading the content of 'repo_data.json' (line-by-line):") | |
with fs.open("datasets/bupa1018/Test/data/repo_data.json", "r") as f: | |
repo_data = f.readlines() | |
for line in repo_data: | |
print(line.strip()) | |
# Read the content of a remote file as a single string | |
print("\nReading the content of 'repo_data.json' (as a single string):") | |
train_data = fs.read_text("datasets/bupa1018/Test/data/repo_data.json") | |
print("print the content of a remote file as a single string") | |
print(train_data) | |
# Write to a remote filehd | |
print("\nWriting to 'hello.csv':") | |
with fs.open("datasets/bupa1018/Test/data/hello2.csv", "w") as f: | |
f.write("text,label\n") | |
f.write("Fantastic movie!,good\n") | |
print("Data successfully written to 'hello.csv'.") | |
except Exception as e: | |
print(f"An error occurred: {e}") | |